A Comparative Study of Fuzzy Topic Models and LDA in terms of Interpretability.
Emil RijckenFloortje ScheepersPablo MosteiroKalliopi ZervanouMarco SpruitUzay KaymakPublished in: SSCI (2021)
Keyphrases
- topic models
- latent dirichlet allocation
- topic modeling
- latent topics
- co occurrence
- text documents
- probabilistic topic models
- probabilistic model
- text mining
- topic discovery
- gibbs sampling
- latent topic models
- collapsed gibbs sampling
- generative model
- variational inference
- relevance model
- latent variables
- text corpora
- probabilistic latent semantic analysis
- lda model
- hierarchical bayesian model
- variational bayesian inference